2026 Audit Report

Otter Business vs Consensus

Is Otter Business worth the premium? Our automated audit reveals a 55% cost difference in production environments.

Last updated: Sep 20, 2026Sources: AxiomGrid Model Wiki · Provider pricing pagesQuality: MEDIUM

Axiom Verdict

"Major efficiency gain. Switching from Otter Business to Consensus cuts costs by half (55%). Recommended for high-volume batch processing."

Key Metrics

Axiom Snapshot
MetricOtter BusinessConsensus
Input / 1M￥3,000.00￥1,350.00
Output / 1M￥0.00￥0.00
Cache Read--
Context WindowContextContext
Max OutputTextText
MultimodalNoNo
LatencyTBDTBD
Best FitTranscriptsScience

Action Plan

  • Migrate high-volume workloads to Consensus for immediate cost relief.
  • Keep Otter Business only for edge-case arbitration and premium reasoning.
  • Set a weekly cost audit to prevent pricing drift.

Methodology

  • Pricing is normalized to cost per 1M input/output tokens for direct comparison.
  • Arbitrage gap compares current input pricing against the higher-priced model.
  • Quality tier reflects pricing completeness, context window, and use-case coverage.

Pricing Matrix

MetricOtter BusinessConsensus
Input / 1M￥3,000.00￥1,350.00
Output / 1M￥0.00￥0.00
Cache Read￥0.00￥0.00

Use Case Analysis

Otter Business Wins
  • Transcripts
Consensus Wins
  • Science

FAQ

Which model is cheaper: Otter Business or Consensus?
Consensus shows a 55% cost advantage based on current input pricing.
When should I choose Otter Business?
Otter Business is best for Transcripts.
How does the context window compare?
Otter Business supports Context context vs Consensus at Context.
Which model is better for high-volume routing?
Consensus is the recommended L1/L2 router for cost efficiency.
Do cache discounts materially change costs?
Cache pricing is not published for at least one model; treat cache savings as unknown.
How often is this comparison updated?
This audit refreshes as model pricing changes. Last updated Sep 20, 2026.

Performance Radar

Otter Business
Consensus

Cost Scaling (Monthly)

Otter Business vs Consensus: 2026 Cost Audit | AxiomGrid